Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ZNF552

Gene summary for ZNF552

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF552

Gene ID

79818

Gene namezinc finger protein 552
Gene AliasZNF552
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H707


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
79818ZNF552GSM4909298HumanBreastIDC2.87e-194.69e-010.1551
79818ZNF552GSM4909301HumanBreastIDC6.41e-307.99e-010.1577
79818ZNF552GSM4909302HumanBreastIDC2.43e-257.01e-010.1545
79818ZNF552GSM4909307HumanBreastIDC4.59e-043.15e-010.1569
79818ZNF552GSM4909308HumanBreastIDC1.39e-296.32e-010.158
79818ZNF552GSM4909311HumanBreastIDC1.58e-048.11e-020.1534
79818ZNF552GSM4909319HumanBreastIDC9.44e-183.98e-010.1563
79818ZNF552GSM4909321HumanBreastIDC4.33e-021.74e-010.1559
79818ZNF552M1HumanBreastIDC4.20e-175.78e-010.1577
79818ZNF552M5HumanBreastIDC1.06e-056.54e-010.1598
79818ZNF552DCIS2HumanBreastDCIS5.09e-13-1.95e-020.0085
79818ZNF552LZE5THumanEsophagusESCC1.57e-033.46e-010.0514
79818ZNF552LZE21D1HumanEsophagusHGIN3.53e-053.46e-010.0632
79818ZNF552LZE24THumanEsophagusESCC7.06e-214.28e-010.0596
79818ZNF552P1T-EHumanEsophagusESCC7.43e-093.48e-010.0875
79818ZNF552P5T-EHumanEsophagusESCC4.40e-055.67e-020.1327
79818ZNF552P8T-EHumanEsophagusESCC1.08e-091.41e-010.0889
79818ZNF552P10T-EHumanEsophagusESCC5.15e-122.23e-010.116
79818ZNF552P11T-EHumanEsophagusESCC2.10e-102.92e-010.1426
79818ZNF552P12T-EHumanEsophagusESCC8.89e-079.82e-020.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
ZNF552LYMENDColorectumADMAP7,RPP14,NAPB, etc.0.00e+00The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
ZNF552PCVColorectumCRCMAP7,RPP14,NAPB, etc.2.22e-16The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
ZNF552ADIPOColorectumHealthyMAP7,RPP14,NAPB, etc.1.53e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
ZNF552ICAFStomachCAGBCAS2,ERI1,EAF2, etc.4.29e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
ZNF552SMCStomachWIMBCAS2,ERI1,EAF2, etc.9.74e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ZNF552SNVMissense_Mutationnovelc.791N>Cp.Arg264Thrp.R264TQ9H707protein_codingdeleterious(0.01)benign(0.405)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZNF552SNVMissense_Mutationrs774026257c.454G>Ap.Glu152Lysp.E152KQ9H707protein_codingtolerated(0.17)benign(0)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF552SNVMissense_Mutationrs576029108c.470N>Tp.Ala157Valp.A157VQ9H707protein_codingtolerated(1)benign(0)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ZNF552SNVMissense_Mutationc.921N>Ap.His307Glnp.H307QQ9H707protein_codingtolerated(1)benign(0.003)TCGA-E9-A244-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ZNF552SNVMissense_Mutationrs771493465c.1019N>Ap.Arg340Hisp.R340HQ9H707protein_codingtolerated(0.07)benign(0.001)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ZNF552insertionFrame_Shift_Insnovelc.692_693insTTCTCCAATATTTAATp.Glu231AspfsTer19p.E231Dfs*19Q9H707protein_codingTCGA-A8-A06T-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ZNF552SNVMissense_Mutationnovelc.989N>Ap.Gly330Glup.G330EQ9H707protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF552SNVMissense_Mutationnovelc.1122N>Gp.His374Glnp.H374QQ9H707protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ZNF552SNVMissense_Mutationnovelc.58G>Tp.Ala20Serp.A20SQ9H707protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF552SNVMissense_Mutationc.1144N>Cp.Cys382Argp.C382RQ9H707protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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